Rein Kuusik and Grete Lind
Generator of Hypotheses an Approach of Data Mining Based on Monotone Systems Theory
1179 - 1183
2007
1
4
International Journal of Computer and Information Engineering
https://publications.waset.org/pdf/11653
https://publications.waset.org/vol/4
World Academy of Science, Engineering and Technology
Generator of hypotheses is a new method for data mining. It makes possible to classify the source data automatically and produces a particular enumeration of patterns. Pattern is an expression (in a certain language) describing facts in a subset of facts. The goal is to describe the source data via patterns andor IF...THEN rules. Used evaluation criteria are deterministic (not probabilistic). The search results are trees form that is easy to comprehend and interpret. Generator of hypotheses uses very effective algorithm based on the theory of monotone systems (MS) named MONSA (MONotone System Algorithm).
Open Science Index 4, 2007